Add Kibana visualizations examples for NDR result

Change-Id: I652dc2c3d69ae5f6bff5019b0868d1becaceec63
Signed-off-by: fmenguy <francoisregis.menguy@orange.com>

diff --git a/docs/testing/user/userguide/conf.py b/docs/testing/user/userguide/conf.py
index 5846b00..bee045b 100644 (file)
--- a/docs/testing/user/userguide/conf.py
+++ b/docs/testing/user/userguide/conf.py
@@ -49,7 +49,7 @@ sys.path.insert(0, os.path.abspath('../..'))
 # Add any Sphinx extension module names here, as strings. They can be
 # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
 # ones.
-extensions = []
+extensions = ['sphinx.ext.autosectionlabel']
 
 # Add any paths that contain templates here, relative to this directory.
 templates_path = ['_templates']

diff --git a/docs/testing/user/userguide/fluentd.rst b/docs/testing/user/userguide/fluentd.rst
index e1ff37f..7332458 100644 (file)
--- a/docs/testing/user/userguide/fluentd.rst
+++ b/docs/testing/user/userguide/fluentd.rst
@@ -192,3 +192,4 @@ And the results of this command obtained from fluentd by elasticsearch:
         1508264203755
       ]
     }
+

diff --git a/docs/testing/user/userguide/images/nfvbench-kibana-filter-kql.png b/docs/testing/user/userguide/images/nfvbench-kibana-filter-kql.png
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index 0000000..f5c7b2d
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diff --git a/docs/testing/user/userguide/images/nfvbench-kibana-filter.png b/docs/testing/user/userguide/images/nfvbench-kibana-filter.png
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index 0000000..18a6dc5
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diff --git a/docs/testing/user/userguide/images/nfvbench-kibana-gbps-line.png b/docs/testing/user/userguide/images/nfvbench-kibana-gbps-line.png
new file mode 100644 (file)
index 0000000..1947412
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diff --git a/docs/testing/user/userguide/images/nfvbench-kibana-pps-scatter.png b/docs/testing/user/userguide/images/nfvbench-kibana-pps-scatter.png
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index 0000000..89a8e47
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diff --git a/docs/testing/user/userguide/images/nfvbench-kibana-pps-theoretical.png b/docs/testing/user/userguide/images/nfvbench-kibana-pps-theoretical.png
new file mode 100644 (file)
index 0000000..da7dc7a
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diff --git a/docs/testing/user/userguide/images/nfvbench-kibana-zoom-selection.png b/docs/testing/user/userguide/images/nfvbench-kibana-zoom-selection.png
new file mode 100644 (file)
index 0000000..6af64ea
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diff --git a/docs/testing/user/userguide/images/nfvbench-kibana.png b/docs/testing/user/userguide/images/nfvbench-kibana.png
new file mode 100644 (file)
index 0000000..d185fa0
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diff --git a/docs/testing/user/userguide/index.rst b/docs/testing/user/userguide/index.rst
index 78519c8..04d2581 100644 (file)
--- a/docs/testing/user/userguide/index.rst
+++ b/docs/testing/user/userguide/index.rst
@@ -29,6 +29,7 @@ Table of Content
    mpls
    extchains
    fluentd
+   kibana
    sriov
    server
    faq

diff --git a/docs/testing/user/userguide/kibana.rst b/docs/testing/user/userguide/kibana.rst
new file mode 100644 (file)
index 0000000..68c3d38
--- /dev/null
+++ b/docs/testing/user/userguide/kibana.rst
@@ -0,0 +1,93 @@
+NFVbench Kibana visualization: overview
+=======================================
+
+The fluentd integration offers the possibility to use elasticsearch and kibana as a visualization chain.
+
+Chain overview:
+
+.. image:: images/nfvbench-kibana.png
+
+Example of NFVbench visualizations
+----------------------------------
+
+Kibana offers a lot of visualization type (line and bar charts, pie, time series chart, data table ...) and also provide a plugin to develop graph using Vega.
+In the below examples, visualizations are based on an NDR result and are developed using `Vega-lite <https://vega.github.io/vega-lite-v2>`_.
+Data are aggregated using ``user_label`` and ``flow_count`` properties.
+
+In ``kibana/visualizations/`` pre-created graphs are available into json files.
+
+For NDR capacity in Gbps using line chart, the offered load in Gbps (``offered_tx_rate_bps``) is used and only the maximum value of the aggregation is kept.
+For NDR capacity in Mpps using line chart, the actual TX rate is used (``rate_pps``) and only the maximum value of the aggregation is kept.
+
+Scatter plot graphs use the same values but keep all values instead of keeping maximum.
+
+Example of a line chart:
+
+.. image:: images/nfvbench-kibana-gbps-line.png
+
+Example of a scatter plot chart:
+
+.. image:: images/nfvbench-kibana-pps-scatter.png
+
+Vega offers the possibility to add another graph as a new layer of current graph.
+This solution is used to combine NFVbench results and theoretical line rate.
+Using ``extra_encapsulation_bytes`` in --user-info property (see `User info data section <https://opnfv-nfvbench.readthedocs.io/en/latest/testing/user/userguide/advanced.html#user-info-data>`_),
+the theoretical max value (for bps and pps) will be calculated and can be used in graph through ``theoretical_tx_rate_bps`` and ``theoretical_tx_rate_pps`` properties.
+
+Example of chart with theoretical value (red line):
+
+.. image:: images/nfvbench-kibana-pps-theoretical.png
+
+Each Vega graph can be moved, zoomed (using mouse scroll) and one set of data can be selected.
+
+Example:
+
+.. image:: images/nfvbench-kibana-zoom-selection.png
+
+These visualizations are included into Kibana dashboard for a synthesis of one set of result (i.e. same ``user_label`` value) or for comparison (i.e. a selection of ``user_label`` values).
+See :ref:`filterkibana` for more details about ``user_label`` selection.
+
+All these visualizations and dashboards are saved into the ``export.ndjson`` file and can be imported in an existing Kibana. See :ref:`importkibana`.
+
+.. _importkibana:
+
+Import Kibana dashboards and visualization
+------------------------------------------
+
+To import Kibana dashboard and visualization:
+
+.. code-block:: bash
+
+    curl -X POST localhost:5601/api/saved_objects/_import -H "kbn-xsrf: true" --form file=@export.ndjson
+
+.. note:: ``.kibana`` index must exists in elasticsearch.
+.. note:: ``.kibana`` index is created automatically after a first deployment and configuration of Kibana.
+
+.. _filterkibana:
+
+Kibana user guide: Filter dashboards and visualizations
+=======================================================
+
+Filter Kibana dashboard or visualization using Kibana query language (KQL)
+--------------------------------------------------------------------------
+
+.. code-block:: bash
+
+    user_label:*demo* and (flow_count: 128 or flow_count:130000 or flow_count:1000000)
+
+.. note:: This query will filter all user label which contains ``demo`` in the value and filter 3 flow count (128, 130k, 1M).
+.. note:: ``flow_count`` is a number so KQL query can not contain formatted string.
+
+Example:
+
+.. image:: images/nfvbench-kibana-filter-kql.png
+
+
+Filter Kibana dashboard or visualization using Kibana filters
+-------------------------------------------------------------
+
+Kibana offers the possibility to add filter by selecting field and operator (is, is not, is one of, is not one of, exists, does not exist).
+
+Example:
+
+.. image:: images/nfvbench-kibana-filter.png
\ No newline at end of file

diff --git a/kibana/visualizations/export.ndjson b/kibana/visualizations/export.ndjson
new file mode 100644 (file)
index 0000000..de72cb4
--- /dev/null
+++ b/kibana/visualizations/export.ndjson
@@ -0,0 +1,25 @@
+{"attributes":{"fieldFormatMap":"{\"frame_size_int\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0\"}},\"rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"forward_orig_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"forward_rx_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"forward_tx_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"reverse_orig_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"reverse_rx_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"reverse_tx_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"total_orig_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"total_rx_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"total_tx_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"forward_orig_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"forward_rx_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"forward_tx_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"reverse_orig_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"reverse_rx_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"reverse_tx_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"total_orig_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"total_rx_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"total_tx_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}},\"theoretical_tx_rate_bps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[0] bd\"}},\"theoretical_tx_rate_pps\":{\"id\":\"number\",\"params\":{\"parsedUrl\":{\"origin\":\"http://172.20.73.203:5651\",\"pathname\":\"/app/kibana\",\"basePath\":\"\"},\"pattern\":\"0,0.[000]a\"}}}","fields":"[{\"name\":\"@timestamp\",\"type\":\"date\",\"esTypes\":[\"date\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"Encapsulation\",\"type\":\"string\",\"esTypes\":[\"text\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"Encapsulation.keyword\",\"type\":\"string\",\"esTypes\":[\"keyword\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true,\"subType\":{\"multi\":{\"parent\":\"Encapsulation\"}}},{\"name\":\"_id\",\"type\":\"string\",\"esTypes\":[\"_id\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":false},{\"name\":\"_index\",\"type\":\"string\",\"esTypes\":[\"_index\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":false},{\"name\":\"_score\",\"type\":\"number\",\"count\":0,\"scripted\":false,\"searchable\":false,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"_source\",\"type\":\"_source\",\"esTypes\":[\"_source\"],\"count\":0,\"scripted\":false,\"searchable\":false,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"_type\",\"type\":\"string\",\"esTypes\":[\"_type\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":false},{\"name\":\"avg_delay_usec\",\"type\":\"number\",\"esTypes\":[\"float\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"bidirectional\",\"type\":\"boolean\",\"esTypes\":[\"boolean\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"drop_limit\",\"type\":\"number\",\"esTypes\":[\"float\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"drop_percentage\",\"type\":\"number\",\"esTypes\":[\"float\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"drop_rate_percent\",\"type\":\"number\",\"esTypes\":[\"float\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"flow_count\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"forward_orig_rate_bps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"forward_orig_rate_pps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"forward_rx_rate_bps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"forward_rx_rate_pps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"forward_tx_rate_bps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"forward_tx_rate_pps\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"frame_size\",\"type\":\"string\",\"esTypes\":[\"text\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":false,\"readFromDocValues\":false},{\"name\":\"frame_size.keyword\",\"type\":\"string\",\"esTypes\":[\"keyword\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true,\"subType\":{\"multi\":{\"parent\":\"frame_size\"}}},{\"name\":\"lat_percentile_25\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"lat_percentile_75\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"lat_percentile_99\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"max_delay_usec\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"name\":\"min_delay_usec\",\"type\":\"number\",\"esTypes\":[\"long\"],\"count\":0,\"scripted\":false,\"searchable\":true,\"aggregatable\":true,\"readFromDocValues\":true},{\"na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+{"attributes":{"description":"","filters":[{"$state":{"store":"appState"},"meta":{"alias":null,"disabled":false,"index":"39955f20-78ac-11ea-ae77-8339e5fd808c","key":"user_label.keyword","negate":false,"params":["oslodu_oiaas_g4r1_ovsdpdk_tc20_ndr4latency","icnfvbench_none_none_loopback_tc3"],"type":"phrases","value":"oslodu_oiaas_g4r1_ovsdpdk_tc20_ndr4latency, icnfvbench_none_none_loopback_tc3"},"query":{"bool":{"minimum_should_match":1,"should":[{"match_phrase":{"user_label.keyword":"oslodu_oiaas_g4r1_ovsdpdk_tc20_ndr4latency"}},{"match_phrase":{"user_label.keyword":"icnfvbench_none_none_loopback_tc3"}}]}}},{"$state":{"store":"appState"},"meta":{"alias":null,"disabled":false,"index":"39955f20-78ac-11ea-ae77-8339e5fd808c","key":"flow_count","negate":false,"params":["2","128"],"type":"phrases","value":"2, 128"},"query":{"bool":{"minimum_should_match":1,"should":[{"match_phrase":{"flow_count":"2"}},{"match_phrase":{"flow_count":"128"}}]}}}],"query":{"language":"kuery","query":""},"title":"test filter"},"id":"test filter","references":[],"type":"query","updated_at":"2020-08-26T13:13:10.130Z","version":"WzY3MSw0XQ=="}
+{"exportedCount":24,"missingRefCount":0,"missingReferences":[]}
\ No newline at end of file

diff --git a/kibana/visualizations/ndr_capacity_gbps_line_chart.json b/kibana/visualizations/ndr_capacity_gbps_line_chart.json
new file mode 100644 (file)
index 0000000..cb696ba
--- /dev/null
+++ b/kibana/visualizations/ndr_capacity_gbps_line_chart.json
@@ -0,0 +1,95 @@
+{
+  $schema: https: //vega.github.io/schema/vega-lite/v2.json
+  title: "Capacity in Gbps - 0,001% loss ratio"
+  data: {
+    url: {
+      %context%: true
+      %timefield%: "@timestamp"
+      index: resu*
+      body: {
+        _source: ["@timestamp", "_source", "offered_tx_rate_bps", "flow_count", "frame_size", "user_label"]
+      },
+      size: 10000
+    },
+    format: { property: "hits.hits" }
+  },
+  transform: [
+        { calculate: "datum._source['offered_tx_rate_bps'] / 1000000000" as: "offered_load_gbps"},
+        { calculate: "datum._source['flow_count']" as: "flow_count"},
+        { calculate: "isNaN(toNumber(datum._source['frame_size'])) ? 362 : toNumber(datum._source['frame_size'])" as: "frame_size"},
+        { calculate: "datum._source['user_label'] + '-' + datum._source['flow_count']" as: "label"}
+        { aggregate: [{op: "max", field: "offered_load_gbps", as: "max_offered_load_gbps"}], groupby: ["frame_size", "label","flow_count"]}
+  ],
+  center: true,
+  hconcat: [
+    {
+      width:10,
+      selection: {
+        legendSel: {
+          type: "multi",
+          encodings: [ "color", "shape" ],
+          toggle: "event.shiftKey"
+        }
+      },
+      encoding: {
+        y: {
+          field: "label",
+          type: "nominal",
+          axis: {
+            title: "",
+            domain: false,
+            ticks: false,
+            offset: 10
+          },
+        },
+        color: {
+          condition: {
+            selection: "legendSel",
+            field: "label",
+            type: "nominal",
+            legend: null
+          },
+          value: "lightgrey"
+        }
+      },
+      mark: {
+        type: "square",
+        size: 120,
+        opacity: 1
+      }
+    },
+    {
+      width:500,
+      height:280,
+      transform: [
+        {filter: { selection: "legendSel"}}
+      ],
+      mark: {
+        type: "line",
+        tooltip: true,
+        point: true
+      },
+      selection: {
+          grid: {
+            type: "interval",
+            resolve: "global",
+            bind: "scales",
+            translate: "[mousedown[!event.shiftKey], window:mouseup] > window:mousemove!",
+            zoom: "wheel![!event.shiftKey]"
+          },
+          pts: {
+            type: "single",
+            fields: ["label"]
+          }
+      },
+      encoding: {
+        x: { field: "frame_size", type: "quantitative", title: "Frame size (bytes)", axis: {offset: 10} }
+        y: { field: "max_offered_load_gbps", type: "quantitative", title: "Offered load (Gbps)" , axis: {offset: 10}  }
+        color: {field: "label", "type": "nominal",
+              "legend": null}
+       shape: {field: "flow_count", type: "nominal"}
+        tooltip: {"field": "max_offered_load_gbps", "type": "quantitative"}
+      }
+    }
+  ]
+}
\ No newline at end of file

diff --git a/kibana/visualizations/ndr_capacity_gbps_scatter_plot.json b/kibana/visualizations/ndr_capacity_gbps_scatter_plot.json
new file mode 100644 (file)
index 0000000..9908e9d
--- /dev/null
+++ b/kibana/visualizations/ndr_capacity_gbps_scatter_plot.json
@@ -0,0 +1,108 @@
+{
+  $schema: "https://vega.github.io/schema/vega-lite/v2.json"
+  title: "Capacity in Gbps - 0.001% loss ratio"
+  data: {
+    url: {
+      %context%: true
+      %timefield%: "@timestamp"
+      index: resu*
+      body: {
+        _source: ["@timestamp", "_source", "offered_tx_rate_bps", "flow_count", "frame_size", "user_label"]
+      },
+      size: 10000
+    },
+    format: { property: "hits.hits" }
+  },
+  transform: [
+    { calculate: "datum._source['offered_tx_rate_bps'] / 1000000000" as: "Offered load (Gbps)"},
+    { calculate: "datum._source['flow_count']" as: "Flow count"},
+    { calculate: "isNaN(toNumber(datum._source['frame_size'])) ? 362 : toNumber(datum._source['frame_size'])" as: "Frame size (bytes)"}
+    { calculate: "datum._source['user_label'] + '-' + datum._source['flow_count']" as: "label"}
+  ],
+  center: true,
+  hconcat: [
+  {
+      width:10,
+      selection: {
+        legendSel: {
+          type: "multi",
+          encodings: [ "color", "shape" ],
+          toggle: "event.shiftKey"
+        }
+      },
+      encoding: {
+        y: {
+          field: "label",
+          type: "nominal",
+          axis: {
+            title: "",
+            domain: false,
+            ticks: false,
+            offset: 10
+          },
+        },
+        color: {
+          condition: {
+            selection: "legendSel",
+            field: "label",
+            type: "nominal",
+            legend: null
+          },
+          value: "lightgrey"
+        }
+      },
+      mark: {
+        type: "square",
+        size: 120,
+        opacity: 1
+      }
+    },
+    {
+      width:500,
+      height:280,
+        transform: [
+          {filter: { selection: "legendSel"}}
+      
+      ],
+      mark: {
+        "type": "point",
+        "tooltip": true
+      },
+      selection: {
+        grid: {
+          type: "interval",
+          resolve: "global",
+          bind: "scales",
+          translate: "[mousedown[!event.shiftKey], window:mouseup] > window:mousemove!",
+          zoom: "wheel![!event.shiftKey]"
+        },
+        pts: {
+          type: "single",
+          fields: ["label"]
+        }
+      },
+      encoding: {
+        x: {
+          field: "Frame size (bytes)",
+          type: "quantitative"
+        }
+        y: {
+          field: "Offered load (Gbps)",
+          type: "quantitative"
+        }
+        color: {
+          field: "label", "type": "nominal",
+               "legend": null
+        }
+        shape: {
+          field: "Flow count",
+          type: "nominal"
+        }
+        tooltip: {
+          "field": "Offered load (Gbps)",
+          "type": "quantitative"
+        }
+      }
+    }
+  ]
+}
\ No newline at end of file

diff --git a/kibana/visualizations/ndr_capacity_gbps_theoretical_line_chart.json b/kibana/visualizations/ndr_capacity_gbps_theoretical_line_chart.json
new file mode 100644 (file)
index 0000000..1ff4d23
--- /dev/null
+++ b/kibana/visualizations/ndr_capacity_gbps_theoretical_line_chart.json
@@ -0,0 +1,114 @@
+{
+  $schema: https: //vega.github.io/schema/vega-lite/v2.json
+  title: "Capacity in Gbps - 0,001% loss ratio"
+  data: {
+    url: {
+      %context%: true
+      %timefield%: "@timestamp"
+      index: resu*
+      body: {
+        _source: ["@timestamp", "_source", "offered_tx_rate_bps", "theoretical_tx_rate_bps", "flow_count", "frame_size", "user_label"]
+      },
+      size: 10000
+    },
+    format: { property: "hits.hits" }
+  },
+  transform: [
+        { calculate: "datum._source['offered_tx_rate_bps'] / 1000000000" as: "offered_load_gbps"},
+        { calculate: "datum._source['theoretical_tx_rate_bps'] / 1000000000" as: "theoretical_tx_rate_bps"},
+        { calculate: "datum._source['flow_count']" as: "flow_count"},
+        { calculate: "isNaN(toNumber(datum._source['frame_size'])) ? 362 : toNumber(datum._source['frame_size'])" as: "frame_size"},
+        { calculate: "datum._source['user_label'] + '-' + datum._source['flow_count']" as: "label"}
+        { aggregate: [{op: "max", field: "offered_load_gbps", as: "max_offered_load_gbps"}, {op: "max", field: "theoretical_tx_rate_bps", as: "theoretical_tx_rate_bps"}], groupby: ["frame_size", "label","flow_count"]}
+  ],
+  center: true,
+  hconcat: [
+    {
+      width:10,
+      selection: {
+        legendSel: {
+          type: "multi",
+          encodings: [ "color", "shape" ],
+          toggle: "event.shiftKey"
+        }
+      },
+      encoding: {
+        y: {
+          field: "label",
+          type: "nominal",
+          axis: {
+            title: "",
+            domain: false,
+            ticks: false,
+            offset: 10
+          },
+        },
+        color: {
+          condition: {
+            selection: "legendSel",
+            field: "label",
+            type: "nominal",
+            legend: null
+          },
+          value: "lightgrey"
+        }
+      },
+      mark: {
+        type: "square",
+        size: 120,
+        opacity: 1
+      }
+    },
+    {
+      layer: [
+        {
+          mark: {
+            type: "line",
+            tooltip: true,
+            point: true
+          },
+          encoding: {
+            x: { field: "frame_size", type: "quantitative", title: "Frame size (bytes)", axis: {offset: 10} }
+            y: { field: "theoretical_tx_rate_bps", type: "quantitative", title: "Theoretical rate (Gbps)" , axis: {offset: 10}  }
+            strokeDash: {"field": "theoretical_tx_rate_bps", "type": "nominal"}
+            tooltip: [{"field": "theoretical_tx_rate_bps", "type": "quantitative", title: "theoretical max capacity"}],
+            color: { "value": "red"}
+          }
+        },
+        {
+          width:500,
+          height:280,
+          transform: [
+            {filter: { selection: "legendSel"}}
+          ],
+          mark: {
+            type: "line",
+            tooltip: true,
+            point: true
+          },
+          selection: {
+              grid: {
+                type: "interval",
+                resolve: "global",
+                bind: "scales",
+                translate: "[mousedown[!event.shiftKey], window:mouseup] > window:mousemove!",
+                zoom: "wheel![!event.shiftKey]"
+              },
+              pts: {
+                type: "single",
+                fields: ["Label"]
+              }
+          },
+          encoding: {
+            x: { field: "frame_size", type: "quantitative", title: "Frame size (bytes)", axis: {offset: 10} }
+            y: { field: "max_offered_load_gbps", type: "quantitative", title: "Offered load (Gbps)" , axis: {offset: 10}  }
+            color: {field: "label", "type": "nominal",
+                  "legend": null}
+           shape: {field: "flow_count", type: "nominal"}
+            tooltip: {"field": "max_offered_load_gbps", "type": "quantitative"}
+          }
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file

diff --git a/kibana/visualizations/ndr_capacity_gbps_theoretical_scatter_plot.json b/kibana/visualizations/ndr_capacity_gbps_theoretical_scatter_plot.json
new file mode 100644 (file)
index 0000000..55a48ff
--- /dev/null
+++ b/kibana/visualizations/ndr_capacity_gbps_theoretical_scatter_plot.json
@@ -0,0 +1,128 @@
+{
+  $schema: "https://vega.github.io/schema/vega-lite/v2.json"
+  title: "Capacity in Gbps - 0,001% loss ratio"
+  data: {
+    url: {
+      %context%: true
+      %timefield%: "@timestamp"
+      index: resu*
+      body: {
+        _source: ["@timestamp", "_source", "offered_tx_rate_bps", "theoretical_tx_rate_bps", "flow_count", "frame_size", "user_label"]
+      },
+      size: 10000
+    },
+    format: { property: "hits.hits" }
+  },
+  transform: [
+    { calculate: "datum._source['offered_tx_rate_bps'] / 1000000000" as: "offered_tx_rate_bps"},
+        { calculate: "datum._source['theoretical_tx_rate_bps'] / 1000000000" as: "theoretical_tx_rate_bps"},
+    { calculate: "datum._source['flow_count']" as: "flow_count"},
+    { calculate: "isNaN(toNumber(datum._source['frame_size'])) ? 362 : toNumber(datum._source['frame_size'])" as: "frame_size"}
+    { calculate: "datum._source['user_label'] + '-' + datum._source['flow_count']" as: "label"}
+  ],
+  center: true,
+  hconcat: [
+  {
+      width:10,
+      selection: {
+        legendSel: {
+          type: "multi",
+          encodings: [ "color", "shape" ],
+          toggle: "event.shiftKey"
+        }
+      },
+      encoding: {
+        y: {
+          field: "label",
+          type: "nominal",
+          axis: {
+            title: "",
+            domain: false,
+            ticks: false,
+            offset: 10
+          },
+        },
+        color: {
+          condition: {
+            selection: "legendSel",
+            field: "label",
+            type: "nominal",
+            legend: null
+          },
+          value: "lightgrey"
+        }
+      },
+      mark: {
+        type: "square",
+        size: 120,
+        opacity: 1
+      }
+    },
+    {
+      layer: [
+        {
+          mark: {
+            type: "line",
+            tooltip: true
+          },
+          encoding: {
+            x: { field: "frame_size", type: "quantitative", title: "Frame size (bytes)", axis: {offset: 10} }
+            y: { field: "theoretical_tx_rate_bps", type: "quantitative", title: "Offered load (Gbps)" , axis: {offset: 10}  }
+            strokeDash: {"field": "theoretical_tx_rate_bps", "type": "nominal"}
+            tooltip: [{"field": "theoretical_tx_rate_bps", "type": "quantitative", title: "theoretical max capacity"}],
+            color: { "value": "red"}
+          }
+        },
+        {
+          width:500,
+          height:280,
+          transform: [
+            {filter: { selection: "legendSel"}}
+          ],
+          mark: {
+            "type": "point",
+            "tooltip": true
+          },
+          selection: {
+            grid: {
+              type: "interval",
+              resolve: "global",
+              bind: "scales",
+              translate: "[mousedown[!event.shiftKey], window:mouseup] > window:mousemove!",
+              zoom: "wheel![!event.shiftKey]"
+            },
+            pts: {
+              type: "single",
+              fields: ["label"]
+            }
+          },
+          encoding: {
+            x: {
+              field: "frame_size",
+              title: "Frame size (bytes)",
+              type: "quantitative"
+            }
+            y: {
+              field: "offered_tx_rate_bps",
+              title: "Offered load (Gbps)",
+              type: "quantitative"
+            }
+            color: {
+              field: "label", "type": "nominal",
+                   "legend": null
+            }
+            shape: {
+              field: "flow_count",
+              type: "nominal"
+            }
+            tooltip: {
+              "field": "offered_tx_rate_bps",
+              "title": "Offered load (Gbps)",
+              "type": "quantitative"
+            }
+          }
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file

diff --git a/kibana/visualizations/ndr_capacity_pps_line_chart.json b/kibana/visualizations/ndr_capacity_pps_line_chart.json
new file mode 100644 (file)
index 0000000..ad79caa
--- /dev/null
+++ b/kibana/visualizations/ndr_capacity_pps_line_chart.json
@@ -0,0 +1,98 @@
+{
+  $schema: https: //vega.github.io/schema/vega-lite/v2.json
+  title: "Capacity in Mpps - 0,001% loss ratio"
+  data: {
+    url: {
+      %context%: true
+      %timefield%: "@timestamp"
+      index: resu*
+      body: {
+        _source: ["@timestamp", "_source", "rate_pps", "flow_count", "frame_size", "user_label", "type"]
+      },
+      size: 10000
+    },
+    format: { property: "hits.hits" }
+  },
+
+  transform: [
+        { calculate: "datum._source['rate_pps'] / 1000000" as: "offered_load_pps"},
+        { calculate: "datum._source['flow_count']" as: "flow_count"},
+        { calculate: "isNaN(toNumber(datum._source['frame_size'])) ? 362 : toNumber(datum._source['frame_size'])" as: "frame_size"},
+        { calculate: "datum._source['user_label'] + '-' + datum._source['flow_count']" as: "label"}
+        { aggregate: [{op: "max", field: "offered_load_pps", as: "max_offered_load_pps"}], groupby: ["frame_size", "label","flow_count"]}
+    
+    ],
+  center: true,
+  hconcat: [
+  {
+      width:10,
+      selection: {
+        legendSel: {
+          type: "multi",
+          encodings: [ "color", "shape" ],
+          toggle: "event.shiftKey"
+        }
+      },
+      encoding: {
+        y: {
+          field: "label",
+          type: "nominal",
+          axis: {
+            title: "",
+            domain: false,
+            ticks: false,
+            offset: 10
+          },
+        },
+        color: {
+          condition: {
+            selection: "legendSel",
+            field: "label",
+            type: "nominal",
+            legend: null
+          },
+          value: "lightgrey"
+        }
+      },
+      mark: {
+        type: "square",
+        size: 120,
+        opacity: 1
+      }
+    },
+    {
+      width:500,
+      height:280,
+        transform: [
+          {filter: { selection: "legendSel"}}
+      
+      ],
+      mark: {
+        type: "line",
+        tooltip: true,
+        point: true
+      },
+      selection: {
+        grid: {
+          type: "interval",
+          resolve: "global",
+          bind: "scales",
+          translate: "[mousedown[!event.shiftKey], window:mouseup] > window:mousemove!",
+          zoom: "wheel![!event.shiftKey]"
+        },
+        pts: {
+          type: "single",
+          fields: ["Label"]
+        }
+        },
+      encoding: {
+        x: { field: "frame_size", type: "quantitative", title: "Frame size (bytes)", axis: {offset: 10} }
+        y: { field: "max_offered_load_pps", type: "quantitative", title: "Offered load (Mpps)" , axis: {offset: 10}  }
+        color: {field: "label", "type": "nominal",
+               "legend": null}
+        tooltip: {"field": "max_offered_load_pps", "type": "quantitative"},
+       shape: {field: "flow_count", type: "nominal"}
+        }
+    }    
+  ]
+}
\ No newline at end of file

diff --git a/kibana/visualizations/ndr_capacity_pps_scatter_plot.json b/kibana/visualizations/ndr_capacity_pps_scatter_plot.json
new file mode 100644 (file)
index 0000000..0bb8f2f
--- /dev/null
+++ b/kibana/visualizations/ndr_capacity_pps_scatter_plot.json
@@ -0,0 +1,108 @@
+{
+  $schema: "https://vega.github.io/schema/vega-lite/v2.json"
+  title: "Capacity in Mpps - 0,001% loss ratio"
+  data: {
+    url: {
+      %context%: true
+      %timefield%: "@timestamp"
+      index: resu*
+      body: {
+        _source: ["@timestamp", "_source", "rate_pps", "flow_count", "frame_size", "user_label"]
+      },
+      size: 10000
+    },
+    format: { property: "hits.hits" }
+  },
+  transform: [
+    { calculate: "datum._source['rate_pps'] / 1000000" as: "Offered load (Mpps)"},
+    { calculate: "datum._source['flow_count']" as: "Flow count"},
+    { calculate: "isNaN(toNumber(datum._source['frame_size'])) ? 362 : toNumber(datum._source['frame_size'])" as: "Frame size (bytes)"}
+    { calculate: "datum._source['user_label'] + '-' + datum._source['flow_count']" as: "label"}
+  ],
+  center: true,
+  hconcat: [
+  {
+      width:10,
+      selection: {
+        legendSel: {
+          type: "multi",
+          encodings: [ "color", "shape" ],
+          toggle: "event.shiftKey"
+        }
+      },
+      encoding: {
+        y: {
+          field: "label",
+          type: "nominal",
+          axis: {
+            title: "",
+            domain: false,
+            ticks: false,
+            offset: 10
+          },
+        },
+        color: {
+          condition: {
+            selection: "legendSel",
+            field: "label",
+            type: "nominal",
+            legend: null
+          },
+          value: "lightgrey"
+        }
+      },
+      mark: {
+        type: "square",
+        size: 120,
+        opacity: 1
+      }
+    },
+    {
+      width:500,
+      height:280,
+        transform: [
+          {filter: { selection: "legendSel"}}
+      
+      ],
+      mark: {
+        "type": "point",
+        "tooltip": true
+      },
+      selection: {
+        grid: {
+          type: "interval",
+          resolve: "global",
+          bind: "scales",
+          translate: "[mousedown[!event.shiftKey], window:mouseup] > window:mousemove!",
+          zoom: "wheel![!event.shiftKey]"
+        },
+        pts: {
+          type: "single",
+          fields: ["label"]
+        }
+      },
+      encoding: {
+        x: {
+          field: "Frame size (bytes)",
+          type: "quantitative"
+        }
+        y: {
+          field: "Offered load (Mpps)",
+          type: "quantitative"
+        }
+        color: {
+          field: "label", "type": "nominal",
+               "legend": null
+        }
+        shape: {
+          field: "Flow count",
+          type: "nominal"
+        }
+        tooltip: {
+          "field": "Offered load (Mpps)",
+          "type": "quantitative"
+        }
+      }
+    }
+  ]
+}
\ No newline at end of file

diff --git a/kibana/visualizations/ndr_capacity_pps_theoretical_line_chart.json b/kibana/visualizations/ndr_capacity_pps_theoretical_line_chart.json
new file mode 100644 (file)
index 0000000..00b9765
--- /dev/null
+++ b/kibana/visualizations/ndr_capacity_pps_theoretical_line_chart.json
@@ -0,0 +1,115 @@
+{
+  $schema: https: //vega.github.io/schema/vega-lite/v2.json
+  title: "Capacity in Mpps - 0,001% loss ratio"
+  data: {
+    url: {
+      %context%: true
+      %timefield%: "@timestamp"
+      index: resu*
+      body: {
+        _source: ["@timestamp", "_source", "theoretical_tx_rate_pps", "rate_pps", "flow_count", "frame_size", "user_label", "type"]
+      },
+      size: 10000
+    },
+    format: { property: "hits.hits" }
+  },
+
+  transform: [
+        { calculate: "datum._source['rate_pps'] / 1000000" as: "offered_load_pps"},
+        { calculate: "datum._source['theoretical_tx_rate_pps'] / 1000000" as: "theoretical_tx_rate_pps"},
+        { calculate: "datum._source['flow_count']" as: "flow_count"},
+        { calculate: "isNaN(toNumber(datum._source['frame_size'])) ? 362 : toNumber(datum._source['frame_size'])" as: "frame_size"},
+        { calculate: "datum._source['user_label'] + '-' + datum._source['flow_count']" as: "label"}
+        { aggregate: [{op: "max", field: "offered_load_pps", as: "max_offered_load_pps"}, {op: "max", field: "theoretical_tx_rate_pps", as: "theoretical_tx_rate_pps"}], groupby: ["frame_size", "label","flow_count"]}
+    
+    ],
+  center: true,
+  hconcat: [
+  {
+      width:10,
+      selection: {
+        legendSel: {
+          type: "multi",
+          encodings: [ "color", "shape" ],
+          toggle: "event.shiftKey"
+        }
+      },
+      encoding: {
+        y: {
+          field: "label",
+          type: "nominal",
+          axis: {
+            title: "",
+            domain: false,
+            ticks: false,
+            offset: 10
+          },
+        },
+        color: {
+          condition: {
+            selection: "legendSel",
+            field: "label",
+            type: "nominal",
+            legend: null
+          },
+          value: "lightgrey"
+        }
+      },
+      mark: {
+        type: "square",
+        size: 120,
+        opacity: 1
+      }
+    },
+    {
+    layer: [{
+    mark: {
+      type: "line",
+      tooltip: true,
+      point: true
+    },
+    encoding: {
+      x: { field: "frame_size", type: "quantitative", title: "Frame size (bytes)", axis: {offset: 10} }
+      y: { field: "theoretical_tx_rate_pps", type: "quantitative", title: "Offered load (Mpps)" , axis: {offset: 10}  }
+      strokeDash: {"field": "theoretical_tx_rate_pps", "type": "nominal"}
+      tooltip: [{"field": "theoretical_tx_rate_pps", "type": "quantitative", title: "theoretical max capacity"}],
+      color: { "value": "red"}
+    }
+    },{
+      width:500,
+      height:280,
+        transform: [
+          {filter: { selection: "legendSel"}}
+      
+      ],mark: {
+      type: "line",
+      tooltip: true,
+      point: true
+    },
+    selection: {
+        grid: {
+          type: "interval",
+          resolve: "global",
+          bind: "scales",
+          translate: "[mousedown[!event.shiftKey], window:mouseup] > window:mousemove!",
+          zoom: "wheel![!event.shiftKey]"
+        },
+        pts: {
+          type: "single",
+          fields: ["Label"]
+        }
+        },
+    encoding: {
+      x: { field: "frame_size", type: "quantitative", title: "Frame size (bytes)", axis: {offset: 10} }
+      y: { field: "max_offered_load_pps", type: "quantitative", title: "Offered load (Mpps)" , axis: {offset: 10}  }
+      color: {field: "label", "type": "nominal",
+             "legend": null}
+      tooltip: {"field": "max_offered_load_pps", "type": "quantitative"},
+     shape: {field: "flow_count", type: "nominal"}
+      }
+    }
+    ]
+  }
+    
+  ]
+}
\ No newline at end of file

diff --git a/kibana/visualizations/ndr_capacity_pps_theoretical_scatter_plot.json b/kibana/visualizations/ndr_capacity_pps_theoretical_scatter_plot.json
new file mode 100644 (file)
index 0000000..984a7f4
--- /dev/null
+++ b/kibana/visualizations/ndr_capacity_pps_theoretical_scatter_plot.json
@@ -0,0 +1,128 @@
+{
+  $schema: "https://vega.github.io/schema/vega-lite/v2.json"
+  title: "Capacity in Mpps - 0,001% loss ratio"
+  data: {
+    url: {
+      %context%: true
+      %timefield%: "@timestamp"
+      index: resu*
+      body: {
+        _source: ["@timestamp", "_source", "rate_pps", "theoretical_tx_rate_pps", "flow_count", "frame_size", "user_label"]
+      },
+      size: 10000
+    },
+    format: { property: "hits.hits" }
+  },
+  transform: [
+    { calculate: "datum._source['rate_pps'] / 1000000" as: "rate_pps"},
+        { calculate: "datum._source['theoretical_tx_rate_pps'] / 1000000" as: "theoretical_tx_rate_pps"},
+    { calculate: "datum._source['flow_count']" as: "flow_count"},
+    { calculate: "isNaN(toNumber(datum._source['frame_size'])) ? 362 : toNumber(datum._source['frame_size'])" as: "frame_size"}
+    { calculate: "datum._source['user_label'] + '-' + datum._source['flow_count']" as: "label"}
+  ],
+  center: true,
+  hconcat: [
+  {
+      width:10,
+      selection: {
+        legendSel: {
+          type: "multi",
+          encodings: [ "color", "shape" ],
+          toggle: "event.shiftKey"
+        }
+      },
+      encoding: {
+        y: {
+          field: "label",
+          type: "nominal",
+          axis: {
+            title: "",
+            domain: false,
+            ticks: false,
+            offset: 10
+          },
+        },
+        color: {
+          condition: {
+            selection: "legendSel",
+            field: "label",
+            type: "nominal",
+            legend: null
+          },
+          value: "lightgrey"
+        }
+      },
+      mark: {
+        type: "square",
+        size: 120,
+        opacity: 1
+      }
+    },
+    {
+      layer: [
+        {
+          mark: {
+            type: "line",
+            tooltip: true
+          },
+          encoding: {
+            x: { field: "frame_size", type: "quantitative", title: "Frame size (bytes)", axis: {offset: 10} }
+            y: { field: "theoretical_tx_rate_pps", type: "quantitative", title: "Offered load (Mpps)" , axis: {offset: 10}  }
+            strokeDash: {"field": "theoretical_tx_rate_pps", "type": "nominal"}
+            tooltip: [{"field": "theoretical_tx_rate_pps", "type": "quantitative", title: "theoretical max capacity"}],
+            color: { "value": "red"}
+          }
+        },
+        {
+          width:500,
+          height:280,
+          transform: [
+            {filter: { selection: "legendSel"}}
+          ],
+          mark: {
+            "type": "point",
+            "tooltip": true
+          },
+          selection: {
+            grid: {
+              type: "interval",
+              resolve: "global",
+              bind: "scales",
+              translate: "[mousedown[!event.shiftKey], window:mouseup] > window:mousemove!",
+              zoom: "wheel![!event.shiftKey]"
+            },
+            pts: {
+              type: "single",
+              fields: ["label"]
+            }
+          },
+          encoding: {
+            x: {
+              field: "frame_size",
+              title: "Frame size (bytes)",
+              type: "quantitative"
+            }
+            y: {
+              field: "rate_pps",
+              title: "Offered load (Mpps)",
+              type: "quantitative"
+            }
+            color: {
+              field: "label", "type": "nominal",
+                   "legend": null
+            }
+            shape: {
+              field: "flow_count",
+              type: "nominal"
+            }
+            tooltip: {
+              "field": "rate_pps",
+              "title": "Offered load (Mpps)",
+              "type": "quantitative"
+            }
+          }
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file